About: Evidence lower bound

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Lower bound on the log-likelihood of some observed data

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  • Untere Grenze der Log-Likelihood-Funktion von beobachteten Daten (de)
  • lower bound on the log-likelihood of some observed data (en)
  • límit inferior de la probabilitat logarítmica d'algunes dades observades (ca)
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  • importance-weighted (en)
  • in fact (en)
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  • By the delta method, we haveIf we continue with this, we would obtain the importance-weighted autoencoder. (en)
  • In fact, by Jensen's inequality, The estimator is biased upwards. This can be seen as overfitting: for some finite set of sampled data , there is usually some that fits them better than the entire distribution. (en)
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  • Evidence lower bound (en)
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